codebase-context-extractor

Extract structure, dependencies, and entities from large codebases.

633|108|Updated Oct 8, 2023

Search Tags:#developer tools #python #dependency analysis #codebase analysis #code context #code structure

Ready to run

npx skills add https://github.com/lofcz/LLMTornado --skill codebase-context-extractor

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: codebase-context-extractor
Source: https://github.com/lofcz/LLMTornado/tree/main/src/LlmTornado.Demo/Static/Files/Skills/codebase-context-extractor
Command: npx skills add https://github.com/lofcz/LLMTornado --skill codebase-context-extractor

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the complex and time-consuming task of understanding large codebases, making it easier to navigate, debug, and contribute to any project.

Core Features & Use Cases

Comprehensive Analysis: Extracts detailed information about code structure, dependencies, and entities across multiple languages.
Targeted Extraction: Focuses on specific components or functions for in-depth analysis.
Dependency Mapping: Visualizes relationships between different parts of the codebase.
Use Case: When onboarding a new developer to a large project, use this Skill to quickly generate a high-level overview and detailed context for the core modules they will be working on.

Quick Start

Analyze the entire codebase located at '/path/to/your/project' and save the context to 'codebase_context.md'.

Frequently Asked Questions about codebase-context-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I analyze codebase structure and dependencies in a large project?▼

To analyze codebase structure and dependencies, this Skill extracts comprehensive context from large codebases, identifying entities and mapping relationships across multiple programming languages. It outputs the extracted code context to a markdown file for quick understanding.

What is codebase context extraction used for?▼

Codebase context extraction automates understanding large codebases by analyzing structure, dependencies, and entities. It is used for navigating, debugging, and maintaining projects, and accelerates onboarding by generating detailed overviews of core modules.

How do I extract context for specific components or functions?▼

You can extract context for specific components or functions using targeted extraction. This feature focuses the codebase analysis on individual modules to provide in-depth information for debugging and maintenance without processing the entire project.

Does codebase analysis support multiple programming languages?▼

Yes, codebase analysis supports multiple programming languages. It extracts detailed information about code structure and entities across your entire project regardless of the language stack being used.

Can I visualize dependencies between different parts of my codebase?▼

Yes, you can visualize dependencies between different parts of your codebase. The Skill performs dependency mapping to show relationships across modules, which helps during debugging and when contributing to complex projects.

What is the best way to onboard a developer to a large codebase?▼

The best way to onboard a developer to a large codebase is generating a high-level overview and detailed context for core modules. This Skill automates that extraction, allowing new team members to navigate the project instantly.